Website review pbpython.com
Practical Business Python -
Generated on March 25 2026 03:48 AM
Old data? UPDATE !
The score is 61/100
SEO Content
Title
Practical Business Python -
Length : 27
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Description
Length : 0
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Keywords
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Og Meta Properties
Good, your page take advantage of Og Properties.
| Property | Content |
|---|---|
| image | https://pbpython.com/images/pbpython-logo.png |
Headings
| H1 | H2 | H3 | H4 | H5 | H6 |
| 11 | 0 | 0 | 7 | 0 | 0 |
- [H1] Practical Business Python
- [H1] Introduction to Polars
- [H1] Pandas Groupby Warning
- [H1] Using Document Properties to Track Your Excel Reports
- [H1] 16 Reasons to Use VS Code for Developing Jupyter Notebooks
- [H1] Efficiently Cleaning Text with Pandas
- [H1] Case Study: Automating Excel File Creation and Distribution with Pandas and Outlook
- [H1] Pandas DataFrame Visualization Tools
- [H1] Comprehensive Guide to Grouping and Aggregating with Pandas
- [H1] Reading Poorly Structured Excel Files with Pandas
- [H1] Case Study: Processing Historical Weather Pattern Data
- [H4] Subscribe to the mailing list
- [H4] Social
- [H4] Submit a Topic
- [H4] Popular
- [H4] Article Roadmap
- [H4] Feeds
- [H4] Disclosure
Images
We found 1 images on this web page.
Good, most or all of your images have alt attributes.
Text/HTML Ratio
Ratio : 23%
Good, this page's ratio of text to HTML code is higher than 15, but lower than 25 percent.
Flash
Perfect, no Flash content has been detected on this page.
Iframe
Great, there are no Iframes detected on this page.
SEO Links
URL Rewrite
Good. Your links looks friendly!
Underscores in the URLs
Perfect! No underscores detected in your URLs.
In-page links
We found a total of 31 links including 0 link(s) to files
| Anchor | Type | Juice |
|---|---|---|
| Home | Internal | Passing Juice |
| Home | Internal | Passing Juice |
| About | Internal | Passing Juice |
| Resources | Internal | Passing Juice |
| Mailing List | Internal | Passing Juice |
| Archives | Internal | Passing Juice |
| Introduction to Polars | Internal | Passing Juice |
| Chris Moffitt | Internal | Passing Juice |
| articles | Internal | Passing Juice |
| Pandas Groupby Warning | Internal | Passing Juice |
| Using Document Properties to Track Your Excel Reports | Internal | Passing Juice |
| innovating | External | Passing Juice |
| Efficiently Cleaning Text with Pandas | Internal | Passing Juice |
| Case Study: Automating Excel File Creation and Distribution with Pandas and Outlook | Internal | Passing Juice |
| Pandas DataFrame Visualization Tools | Internal | Passing Juice |
| Comprehensive Guide to Grouping and Aggregating with Pandas | Internal | Passing Juice |
| Reading Poorly Structured Excel Files with Pandas | Internal | Passing Juice |
| Case Study: Processing Historical Weather Pattern Data | Internal | Passing Juice |
| 2 | Internal | Passing Juice |
| 3 | Internal | Passing Juice |
| 4 | Internal | Passing Juice |
| 5 | Internal | Passing Juice |
| 6 | Internal | Passing Juice |
| 7 | Internal | Passing Juice |
| 8 | Internal | Passing Juice |
| 9 | Internal | Passing Juice |
| 10 | Internal | Passing Juice |
| mailing list | Internal | Passing Juice |
| Pelican | External | Passing Juice |
| VoidyBootstrap | External | Passing Juice |
| RKI | External | Passing Juice |
SEO Keywords
Keywords Cloud
business more code pandas python how from data analysis chris
Keywords Consistency
| Keyword | Content | Title | Keywords | Description | Headings |
|---|---|---|---|---|---|
| code | 10 |  |
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| more | 10 | |
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| python | 9 | |
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| pandas | 9 | |
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| from | 7 | |
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Usability
Url
Domain : pbpython.com
Length : 12
Favicon
Great, your website has a favicon.
Printability
We could not find a Print-Friendly CSS.
Language
Good. Your declared language is en.
Dublin Core
This page does not take advantage of Dublin Core.
Document
Doctype
HTML 5
Encoding
Perfect. Your declared charset is UTF-8.
W3C Validity
Errors : 0
Warnings : 0
Email Privacy
Great no email address has been found in plain text!
Deprecated HTML
Great! We haven't found deprecated HTML tags in your HTML.
Speed Tips
|
Excellent, your website doesn't use nested tables. |
|
Perfect. No inline css has been found in HTML tags! |
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Too bad, your website has too many CSS files (more than 4). |
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Too bad, your website has too many JS files (more than 6). |
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Perfect, your website takes advantage of gzip. |
Mobile
Mobile Optimization
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Apple Icon |
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Meta Viewport Tag |
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Flash content |
Optimization
XML Sitemap
Great, your website has an XML sitemap.
| https://pbpython.com/sitemap.xml |
Robots.txt
https://pbpython.com/robots.txt
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Analytics
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Google Analytics |
PageSpeed Insights
Device
Categories
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